Browsing by Subject "Doppler velocity measurements"

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    Incorporating doppler velocity measurement for track initiation and maintenance
    (IET, 2006) Kural, F.; Arıkan, F.; Arıkan, Orhan; Efe, M.
    Performance of multiple target tracking algorithms in complex environments heavily relies on the success of track initiation and measurement-to-track association algorithms. Doppler velocity measurement is the major discriminant of clutter from the target of interest with relatively higher velocities. This work summarizes the analytical derivations and presents simulation results about track initiation and maintenance using Doppler velocity reports along with the 3D position measurements extracted by a phased array radar.
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    ItemOpen Access
    Performance evaluation of track association and maintenance for a MFPAR with doppler velocity measurements
    (2010) Kural, F.; Arikan, F.; Arıkan, Orhan; Efe, M.
    This study investigates the effects of incorporating Doppler velocity measurements directly into track association and maintenance parts for single and multiple target tracking unit in a multi function phased array radar (MFPAR). Since Doppler velocity is the major discriminant of clutter from a desired target, the measurement set has been expanded from range, azimuth and elevation angles to include Doppler velocity measurements. We have developed data association and maintenance part of a well known tracking method, Interacting Multiple Model Probabilistic Data Association.